Releases & Market Live dashboard
Latest AI Updates
Track model, API, pricing, feature, and deprecation updates from official and public sources.
Open dashboard Public-data AI intelligence
Dashboards tracking AI models, pricing, benchmarks, releases, tools, research, and infrastructure.
AIUpdateWatch helps you follow the AI market without jumping between dozens of provider pages, model cards, pricing tables, status pages, research feeds, and launch announcements.
25
Dashboard pages across five strategic AI intelligence areas
Public
Official sources, public APIs, open datasets, RSS feeds, and observation logs
Useful
Built for model choice, pricing checks, research tracking, and market monitoring
Start Here
Choose the dashboard that answers your next AI question.
Start with updates when you want to know what changed, pricing when cost matters, benchmarks when quality matters, and open-weight tracking when you need models you can inspect or run locally.
Latest AI Updates
Follow model launches, API changes, pricing moves, deprecations, and infrastructure signals in one place.
Update feedAI Pricing Comparison
Compare input price, output price, context windows, cached-price notes, and practical cost signals.
Cost deskBenchmark Watch
Compare public leaderboard signals, frontier model quality, open-weight performance, and value metrics.
Benchmark layer How to use AIUpdateWatch
Use the dashboards as a decision desk, not a news wall.
Each dashboard is designed to answer a practical question: which model changed, which one is cheaper, which one is capable, which one is trending, or which signal needs verification.
01
Choose a model with less guesswork
Use pricing, capability, release, benchmark, and open-weight dashboards together before choosing a model for a product, article, workflow, or experiment.
02
Spot important AI changes early
The update and release dashboards help you see when a provider changes pricing, adds a model, retires an endpoint, or shifts capability.
03
Turn raw AI news into decisions
Research, GitHub, launch, and news dashboards separate useful signals from noise so you can decide what deserves attention.
“The goal is simple: see what changed in AI, compare what matters, and make a better decision faster.”
Homepage Feed
Latest AI Updates preview
Use this feed to scan recent model, provider, pricing, benchmark, tooling, and infrastructure changes before opening the full dashboard for deeper filtering.
How to use this dashboard
A source-first update feed for model listings, pricing changes, API metadata, launch notes, and deprecation signals.
Use the search box to filter records, then sort the table columns to compare providers, models, dates, prices, and capability signals.
Latest AI Updates
3 records| 2026-04-29 | OpenRouter | Public model catalog | Data source | High | Public endpoint can be used to refresh model names, pricing, context windows, modalities, and supported parameters. |
| 2026-04-29 | LiteLLM | model_prices_and_context_window.json | Data source | High | Public JSON file can be used as a backup pricing and context-window source across many providers. |
| 2026-04-29 | Hugging Face | Open model hub | Data source | Medium | Free Hub metadata can power open-weight model tracking with downloads, likes, tags, and last-modified dates. |
Dashboard Directory
Explore AI from five useful angles.
Performance, cost, releases, infrastructure, and visibility all tell a different part of the AI story. Use the directory to move from a broad scan to the exact dashboard you need.
Releases & Market Live dashboard
Model Release Calendar
A chronological calendar of major AI model releases, product launches, and API availability changes.
Open dashboard Cost & Efficiency Live dashboard
AI Pricing Comparison
Compare model input/output prices, context windows, cached input pricing, and official pricing links.
Open dashboard Performance & Quality Live dashboard
Model Capability Matrix
Compare text, vision, audio, video, tool calling, JSON mode, reasoning, embeddings, and long-context support.
Open dashboard Releases & Market Live dashboard
Open-Weight Model Radar
Track open-weight models by license, parameters, downloads, likes, GitHub activity, and local use cases.
Open dashboard Performance & Quality Live dashboard
Frontier Leaderboard
Rank frontier models using public benchmark signals and human preference leaderboards.
Open dashboard Performance & Quality Live dashboard
Open-Weight Leaderboard
Rank open models using public leaderboards, benchmark datasets, and model hub metrics.
Open dashboard Cost & Efficiency Live dashboard
Intelligence Per Dollar
Find the best-value models by comparing quality signals against cost per 1M tokens.
Open dashboard Releases & Market Live dashboard
Model Deprecation Tracker
Track deprecated models, replacement models, migration notes, and risk levels.
Open dashboard Infrastructure & Risk Live dashboard
Provider Status
Monitor public status pages for AI API outages, incidents, and service interruptions.
Open dashboard Research Live dashboard
AI Research Radar
Track new AI papers, citations, arXiv categories, Hugging Face papers, and related GitHub repos.
Open dashboard Releases & Market Live dashboard
GitHub AI Trends
Track fast-growing AI repositories, releases, stars, forks, issues, and topics.
Open dashboard Releases & Market Live dashboard
AI Tools Launch Tracker
Track new AI product launches and early adoption signals from public sources.
Open dashboard Releases & Market Live dashboard
Developer Adoption
Track adoption of AI SDKs, frameworks, packages, and infrastructure projects.
Open dashboard Releases & Market Live dashboard
AI News Signal
Monitor AI headlines, provider mentions, model mentions, and topic clusters.
Open dashboard Cost & Efficiency Live dashboard
Local vs Cloud Cost
Compare local GPU ownership costs against cloud GPU rental and API token pricing.
Open dashboard Cost & Efficiency Live dashboard
Token Margin Tracker
Estimate token markup by comparing raw hosting costs with public API token prices.
Open dashboard Infrastructure & Risk Live dashboard
GPU Availability
Track public GPU marketplace pricing and availability signals for AI workloads.
Open dashboard Infrastructure & Risk Live dashboard
AI Safety Incidents
Track AI incidents, harm categories, affected sectors, countries, and source reports.
Open dashboard Infrastructure & Risk Live dashboard
AI Policy & Adoption
Track adoption, investment, policy activity, and country-level AI indicators.
Open dashboard Visibility & GEO Live dashboard
Share of Model
Track how often brands, apps, or websites appear in model answers using manual or public observation logs.
Open dashboard Visibility & GEO Live dashboard
AI Sentiment Map
Map how AI systems, news, and communities describe a topic or brand over time.
Open dashboard Visibility & GEO Live dashboard
Citation Source Tracker
Track domains and URLs cited by AI answer engines and AI search results.
Open dashboard Performance & Quality Live dashboard
Model Drift Monitor
Track output length, refusal rate, correctness, formatting quality, and tone across repeated prompts.
Open dashboard Infrastructure & Risk Live dashboard
Ecosystem Interoperability
Map which tools, frameworks, SDKs, and platforms support each model/provider.
Open dashboardCompare models, prices, releases, risks, and research from one calm dashboard hub.
Start with the dashboard directory, then use the source and methodology pages to understand how each signal should be interpreted.